Building a Dictionary of Affixal Negations

Chantal van Son, Emiel van Miltenburg, Roser Morante

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

This paper discusses the need for a dictionary of affixal negations and regular antonyms to facilitate their automatic detection in text. Without such a dictionary, affixal negations are very difficult to detect. In addition, we show that the set of affixal negations is not homogeneous, and that different NLP tasks may require different subsets. A dictionary can store the subtypes of affixal negations, making it possible to select a certain subset or to make inferences on the basis of these subtypes. We take a first step towards creating a negation dictionary by annotating all direct antonym pairs inWordNet using an existing typology of affixal negations. By highlighting some of the issues that were encountered in this annotation experiment, we hope to provide some insights into the necessary steps of building a negation dictionary.
Original languageEnglish
Title of host publicationProceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM)
Place of PublicationOsaka, Japan
PublisherThe COLING 2016 Organizing Committee
Pages49-56
Number of pages8
Publication statusPublished - 1 Dec 2016
Externally publishedYes

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van Son, C., van Miltenburg, E., & Morante, R. (2016). Building a Dictionary of Affixal Negations. In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM) (pp. 49-56). Osaka, Japan: The COLING 2016 Organizing Committee.
van Son, Chantal ; van Miltenburg, Emiel ; Morante, Roser. / Building a Dictionary of Affixal Negations. Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM). Osaka, Japan : The COLING 2016 Organizing Committee, 2016. pp. 49-56
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van Son, C, van Miltenburg, E & Morante, R 2016, Building a Dictionary of Affixal Negations. in Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM). The COLING 2016 Organizing Committee, Osaka, Japan, pp. 49-56.

Building a Dictionary of Affixal Negations. / van Son, Chantal; van Miltenburg, Emiel; Morante, Roser.

Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM). Osaka, Japan : The COLING 2016 Organizing Committee, 2016. p. 49-56.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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van Son C, van Miltenburg E, Morante R. Building a Dictionary of Affixal Negations. In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM). Osaka, Japan: The COLING 2016 Organizing Committee. 2016. p. 49-56